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Principal Program Manager at the .NET product Group (Microsoft Corp in Redmond, Seattle). Focus on Machine Learning .NET (ML.NET), .NET Core, Microservices based architecture, Docker Containers, Azure services. Check out http://dot.net/Architecture and https://github.com/dotnet/machinelearning-samples
May 6, 2019May 6, 201905/6/19Today, coinciding with //BUILD 2019/ conference, we’re thrilled by launching ML.NET 1.0 release!
You can read the official ML.NET 1.0 release announcement Blog Post here and get started at the ML.NET site here.
In this blog post I’m providing quite a few additional technical details along with my personal vision that you might find interesting,
March 24, 2019Mar 24, 201903/24/19Context
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UPDATE on May 13th 2019: The recommended way to deploy/run an ML.NET model into ASP.NET Core web apps or WebAPI services is by using the ‘Microsoft.Extensions.ML’ Integration package. Read about it in this tutorial:
– Deploy an ML.NET model in an ASP.NET Core Web API
The tutorial above uses optimized code based on an .NET Core Integration Package comparable to integration packages targeting Entity Framework,
May 15, 2018May 15, 201805/15/18We’re currently evolving the .NET microservices guidance and eShopOnContainers reference application. One of the most important topics is about the API Gateway pattern, why it is interesting for many microservice-based applications but also, how you can implement it in a .NET Core based microservice application with a deployment based on Docker containers.
February 7, 2018Feb 7, 201802/7/18Las arquitecturas basadas en Microservicios están emergiendo actualmente como opciones apropiadas para aplicaciones distribuidas de misión crítica.
En una arquitectura basada en microservicios, la aplicación se construye basada en una colección de servicios que deben ser desarrollados, probados, versionados y desplegados en producción,
November 18, 2017Nov 18, 201711/18/17Background tasks and scheduled jobs are something you might need to implement, eventually, in a microservice based application or in any kind of application. The difference when using a microservices architecture is that you can implement a single microservice process/container for hosting these background tasks so you can scale it down/up as you need or you can even make sure that it runs a single instance of that microservice process/container.
January 26, 2017Jan 26, 201701/26/17In ASP.NET Core you can use the simple built-in IoC container or you can also plug any other more advanced IoC container like Autofac.
When plugin an external container like Autofac, you can still use ASP.NET Core methods like services.AddTransient<> or services.AddSingleton<>
December 5, 2016Dec 5, 201612/5/16What is Swagger
Swagger is a very much used open source framework backed by a large ecosystem of tools that helps you design, build, document, and consume your RESTful APIs. It is probably becoming as the main standard for this domain (APIs description metadata).
November 18, 2016Nov 18, 201611/18/16Even when these official images are still evolving, I think that a summary about the multiple Microsoft Docker images for .NET available at Docker Hub would be a “nice to have” thing.
This blog post is related to my previous blog post on “Docker containers – Should I use .NET Core or .NET Framework?”,
November 16, 2016Nov 16, 201611/16/16The short answer is: “For Docker containers, use .NET Core whenever is possible”. But, below is a summary decision table depending on your architecture or application type and the server operating system you are targeting for your Docker containers.
Take into account that if you are targeting Linux containers you will need Linux based Docker hosts (VMs or Servers) and in a similar way,
September 26, 2016Sep 26, 201609/26/16Last week (Sept. 19-22 2016) I delivered a similar event in Buenos Aires and in Santiago the Chile, afterwards. Here I post the agenda I delivered, a few pictures about it plus the decks I used about it.
Morning Event – Developing microservices in the Cloud with .NET,
